AutoML.org

@AutoML_org

research groups on Automated Machine Learning

Freiburg & Hannover & Tübingen automl.org Joined August 2016

108 Following 2.3K Followers 324 Posts

Latest posts 5

AutoML.org @AutoML_org Jan 8, 2025

AutoML in the weights of a neural network.

Samuel Müller @SamuelMullr Jan 8, 2025

This might be the first time after 10 years that boosted trees are not the best default choice when working with data in tables.
Instead a pre-trained neural network is, the new TabPFN, as we just published in Nature 🎉

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AutoML.org @AutoML_org Nov 24, 2024

Excited to share our work on this simple yet powerful method for linear RNNs like Mamba or DeltaNet to track states without increasing computational complexity. From @PontilGroup and @FrankRHutter's group

Riccardo Grazzi @riccardograzzi Nov 22, 2024

LLMs can now track states, finally matching this cat!
And we prove it.

But how? 🧵👇

1/ Paper: arxiv.org/abs/2411.12537
with @julien_siems @jkhfranke @ZelaArber @FrankRHutter @MPontil

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AutoML.org @AutoML_org Oct 21, 2024

When it comes to fairness in AI, "fair" can mean different things to different people. We saw this challenge as an opportunity to innovate!

🌟 Introducing ManyFairHPO: a human-in-the-loop optimization framework!

AutoML.org @AutoML_org Jul 24, 2024

🌟 Excited to share our latest work on counterfactual fairness in #MachineLearning at the ICML Workshop on Next Gen. AI Safety in Vienna 🌟

We introduce FairPFN, a transformer trained on synthetic data to remove gender, age, and racial bias in -sensitive real-world ML problems.

AutoML.org @AutoML_org Jul 8, 2024

Hi everyone,

we invite you to the #AutoMLSummerSchool24. We have an amazing set of speakers, including Kristian Kersting, Josif Grabocka, Oliver Bringmann, Jan van Rijn, Oleksandr Shchur, Markus Wagner, Setareh Ariafar, Katharina Strecker and Thomas Meißner, M.A.